{"product_id":"the-ai-accountability-gap-paperback","title":"The AI Accountability Gap - Paperback","description":"\u003cp\u003eby \u003cb\u003eEdward Galt\u003c\/b\u003e (Author)\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003eThe AI Accountability Gap: Closing the Distance between AI Adoption and AI Accountability\u003c\/strong\u003e\u003c\/p\u003e\u003cp\u003eAI is already acting on your company's behalf. Who is accountable when it does?\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003eEnterprises are adopting AI faster than they can govern it. Employees use tools nobody approved, developers connect agents to production systems, and vendors add AI features to products already in use. Teams are left with a question no one has clearly answered: when an AI system acts, who is accountable for what it did?\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003e\u003cem\u003eThe AI Accountability Gap\u003c\/em\u003e is a practical guide for the leaders and practitioners who have to answer it. Its argument is that the problem isn't mainly the model. It's ownership, identity, and enforcement. AI governance gets scattered across teams that already had a full-time job, so the gaps between them belong to no one. Agents borrow the credentials of the person who launched them, so the logs point at the wrong party. And a written policy isn't a control until something enforces it at the point of action.\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003eInside, you'll learn: \u003c\/strong\u003e\u003c\/p\u003e\u003cul\u003e\n\u003cli\u003eWhy AI oversight needs its own owner, and how to make the case for one\u003c\/li\u003e\n\u003cli\u003eHow to inventory what you can't yet see, from models and agents to MCP servers and the markdown files that shape their behavior\u003c\/li\u003e\n\u003cli\u003eWhy every agent needs its own identity, scope, and evidence trail\u003c\/li\u003e\n\u003cli\u003eHow to govern decisions AI makes, and measure whether your controls work without being fooled by efficiency numbers\u003c\/li\u003e\n\u003cli\u003eWhere AI can be trusted to fix itself, and where a human must stay in the loop\u003c\/li\u003e\n\u003cli\u003eWhat an AI gateway can and can't control, and why authority has to be checked on every action\u003c\/li\u003e\n\u003cli\u003eHow to test controls with golden tests that rerun when models, rules, and instructions change\u003c\/li\u003e\n\u003c\/ul\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003eWho it's for: \u003c\/strong\u003e CISOs, security architects, application security and risk leaders, compliance teams, platform and engineering leaders, and boards asking how to oversee AI without slowing the business down.\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003eCapability is not authority. This book shows how to close the distance between the two.\u003c\/p\u003e\n            \u003cdiv\u003e\n\u003cstrong\u003eNumber of Pages:\u003c\/strong\u003e 220\u003c\/div\u003e\n            \u003cdiv\u003e\n\u003cstrong\u003eDimensions:\u003c\/strong\u003e 0.46 x 8 x 5 IN\u003c\/div\u003e\n            \u003cdiv\u003e\n\u003cstrong\u003ePublication Date:\u003c\/strong\u003e September 15, 2026\u003c\/div\u003e\n            ","brand":"BooksCloud","offers":[{"title":"Default Title","offer_id":67972619600179,"sku":"9798234233097","price":30.02,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0300\/5595\/6612\/files\/Yx1bz4BVk79798234233097.webp?v=1794430484","url":"https:\/\/www.vysn.com\/products\/the-ai-accountability-gap-paperback","provider":"VYSN","version":"1.0","type":"link"}